Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3677 |
| Missing cells | 6710 |
| Missing cells (%) | 7.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.3 MiB |
| Average record size in memory | 667.8 B |
Variable types
| Categorical | 13 |
|---|---|
| Numeric | 10 |
society has a high cardinality: 676 distinct values | High cardinality |
sector has a high cardinality: 113 distinct values | High cardinality |
areaWithType has a high cardinality: 2355 distinct values | High cardinality |
price is highly overall correlated with price_per_sqft and 6 other fields | High correlation |
price_per_sqft is highly overall correlated with price | High correlation |
area is highly overall correlated with price and 4 other fields | High correlation |
bedRoom is highly overall correlated with price and 5 other fields | High correlation |
bathroom is highly overall correlated with price and 5 other fields | High correlation |
super_built_up_area is highly overall correlated with price and 7 other fields | High correlation |
built_up_area is highly overall correlated with super_built_up_area and 2 other fields | High correlation |
carpet_area is highly overall correlated with price and 5 other fields | High correlation |
property_type is highly overall correlated with price and 2 other fields | High correlation |
facing is highly overall correlated with built_up_area | High correlation |
servant room is highly overall correlated with bathroom and 1 other fields | High correlation |
store room is highly imbalanced (55.7%) | Imbalance |
facing has 1045 (28.4%) missing values | Missing |
super_built_up_area has 1802 (49.0%) missing values | Missing |
built_up_area has 1987 (54.0%) missing values | Missing |
carpet_area has 1805 (49.1%) missing values | Missing |
area is highly skewed (γ1 = 29.73095613) | Skewed |
built_up_area is highly skewed (γ1 = 40.77881958) | Skewed |
carpet_area is highly skewed (γ1 = 24.33323909) | Skewed |
floorNum has 129 (3.5%) zeros | Zeros |
luxury_score has 462 (12.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-12 16:49:03.943596 |
|---|---|
| Analysis finished | 2023-09-12 16:49:25.651791 |
| Duration | 21.71 seconds |
| Software version | pandas-profiling v0.0.dev0 |
| Download configuration | config.json |
property_type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 248.6 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2336144 |
| Min length | 4 |
Characters and Unicode
| Total characters | 15567 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | flat |
| 5th row | house |
Common Values
| Value | Count | Frequency (%) |
| flat | 2818 | |
| house | 859 | 23.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2818 | |
| house | 859 | 23.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2818 | |
| l | 2818 | |
| a | 2818 | |
| t | 2818 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 15567 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 2818 | |
| l | 2818 | |
| a | 2818 | |
| t | 2818 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15567 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 2818 | |
| l | 2818 | |
| a | 2818 | |
| t | 2818 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15567 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 2818 | |
| l | 2818 | |
| a | 2818 | |
| t | 2818 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
society
Categorical
| Distinct | 676 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 293.9 KiB |
| independent | |
|---|---|
| tulip violet | 75 |
| ss the leaf | 73 |
| shapoorji pallonji joyville gurugram | 42 |
| dlf new town heights | 42 |
| Other values (671) |
Length
| Max length | 49 |
|---|---|
| Median length | 39 |
| Mean length | 16.869695 |
| Min length | 1 |
Characters and Unicode
| Total characters | 62013 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 308 ? |
|---|---|
| Unique (%) | 8.4% |
Sample
| 1st row | signature global orchard avenue |
|---|---|
| 2nd row | zara aavaas |
| 3rd row | ats triumph |
| 4th row | experion the heartsong |
| 5th row | unitech deerwood chase |
Common Values
| Value | Count | Frequency (%) |
| independent | 486 | 13.2% |
| tulip violet | 75 | 2.0% |
| ss the leaf | 73 | 2.0% |
| shapoorji pallonji joyville gurugram | 42 | 1.1% |
| dlf new town heights | 42 | 1.1% |
| signature global park | 35 | 1.0% |
| shree vardhman victoria | 34 | 0.9% |
| smart world orchard | 32 | 0.9% |
| emaar mgf emerald floors premier | 32 | 0.9% |
| paras dews | 31 | 0.8% |
| Other values (666) | 2794 |
Length
| Value | Count | Frequency (%) |
| independent | 491 | 5.1% |
| the | 350 | 3.6% |
| dlf | 220 | 2.3% |
| park | 209 | 2.2% |
| city | 166 | 1.7% |
| emaar | 155 | 1.6% |
| global | 153 | 1.6% |
| m3m | 152 | 1.6% |
| signature | 150 | 1.6% |
| heights | 134 | 1.4% |
| Other values (783) | 7497 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6710 | 10.8% |
| 6003 | 9.7% | |
| a | 5861 | 9.5% |
| r | 4171 | 6.7% |
| n | 4163 | 6.7% |
| i | 3830 | 6.2% |
| t | 3719 | 6.0% |
| s | 3472 | 5.6% |
| l | 2943 | 4.7% |
| o | 2755 | 4.4% |
| Other values (31) | 18386 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55465 | |
| Space Separator | 6003 | 9.7% |
| Decimal Number | 527 | 0.8% |
| Other Punctuation | 10 | < 0.1% |
| Dash Punctuation | 8 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6710 | |
| a | 5861 | 10.6% |
| r | 4171 | 7.5% |
| n | 4163 | 7.5% |
| i | 3830 | 6.9% |
| t | 3719 | 6.7% |
| s | 3472 | 6.3% |
| l | 2943 | 5.3% |
| o | 2755 | 5.0% |
| d | 2488 | 4.5% |
| Other values (16) | 15353 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 207 | |
| 2 | 82 | 15.6% |
| 1 | 75 | 14.2% |
| 6 | 56 | 10.6% |
| 8 | 32 | 6.1% |
| 4 | 19 | 3.6% |
| 5 | 17 | 3.2% |
| 9 | 13 | 2.5% |
| 0 | 13 | 2.5% |
| 7 | 13 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 7 | |
| / | 2 | 20.0% |
| . | 1 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 6003 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 55465 | |
| Common | 6548 | 10.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6710 | |
| a | 5861 | 10.6% |
| r | 4171 | 7.5% |
| n | 4163 | 7.5% |
| i | 3830 | 6.9% |
| t | 3719 | 6.7% |
| s | 3472 | 6.3% |
| l | 2943 | 5.3% |
| o | 2755 | 5.0% |
| d | 2488 | 4.5% |
| Other values (16) | 15353 |
Common
| Value | Count | Frequency (%) |
| 6003 | ||
| 3 | 207 | 3.2% |
| 2 | 82 | 1.3% |
| 1 | 75 | 1.1% |
| 6 | 56 | 0.9% |
| 8 | 32 | 0.5% |
| 4 | 19 | 0.3% |
| 5 | 17 | 0.3% |
| 9 | 13 | 0.2% |
| 0 | 13 | 0.2% |
| Other values (5) | 31 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 62013 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6710 | 10.8% |
| 6003 | 9.7% | |
| a | 5861 | 9.5% |
| r | 4171 | 6.7% |
| n | 4163 | 6.7% |
| i | 3830 | 6.2% |
| t | 3719 | 6.0% |
| s | 3472 | 5.6% |
| l | 2943 | 4.7% |
| o | 2755 | 4.4% |
| Other values (31) | 18386 |
sector
Categorical
| Distinct | 113 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.9 KiB |
| sohna road | 154 |
|---|---|
| sector 85 | 108 |
| sector 102 | 107 |
| sector 92 | 100 |
| sector 69 | 93 |
| Other values (108) |
Length
| Max length | 26 |
|---|---|
| Median length | 9 |
| Mean length | 9.3209138 |
| Min length | 7 |
Characters and Unicode
| Total characters | 34273 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | sector 93 |
|---|---|
| 2nd row | sector 104 |
| 3rd row | sector 104 |
| 4th row | sector 108 |
| 5th row | sector 50 |
Common Values
| Value | Count | Frequency (%) |
| sohna road | 154 | 4.2% |
| sector 85 | 108 | 2.9% |
| sector 102 | 107 | 2.9% |
| sector 92 | 100 | 2.7% |
| sector 69 | 93 | 2.5% |
| sector 90 | 89 | 2.4% |
| sector 65 | 87 | 2.4% |
| sector 81 | 87 | 2.4% |
| sector 109 | 86 | 2.3% |
| sector 79 | 76 | 2.1% |
| Other values (103) | 2690 |
Length
| Value | Count | Frequency (%) |
| sector | 3452 | |
| road | 178 | 2.4% |
| sohna | 166 | 2.2% |
| 85 | 108 | 1.5% |
| 102 | 107 | 1.4% |
| 92 | 100 | 1.4% |
| 69 | 93 | 1.3% |
| 90 | 89 | 1.2% |
| 65 | 87 | 1.2% |
| 81 | 87 | 1.2% |
| Other values (106) | 2915 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3807 | |
| 3705 | ||
| s | 3697 | |
| r | 3697 | |
| e | 3542 | |
| c | 3503 | |
| t | 3463 | |
| 1 | 1076 | 3.1% |
| 0 | 804 | 2.3% |
| 8 | 780 | 2.3% |
| Other values (21) | 6199 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23299 | |
| Decimal Number | 7269 | 21.2% |
| Space Separator | 3705 | 10.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 3807 | |
| s | 3697 | |
| r | 3697 | |
| e | 3542 | |
| c | 3503 | |
| t | 3463 | |
| a | 699 | 3.0% |
| d | 249 | 1.1% |
| n | 221 | 0.9% |
| h | 203 | 0.9% |
| Other values (10) | 218 | 0.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1076 | |
| 0 | 804 | |
| 8 | 780 | |
| 9 | 764 | |
| 6 | 742 | |
| 7 | 684 | |
| 2 | 676 | |
| 3 | 666 | |
| 5 | 593 | |
| 4 | 484 |
Space Separator
| Value | Count | Frequency (%) |
| 3705 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23299 | |
| Common | 10974 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 3807 | |
| s | 3697 | |
| r | 3697 | |
| e | 3542 | |
| c | 3503 | |
| t | 3463 | |
| a | 699 | 3.0% |
| d | 249 | 1.1% |
| n | 221 | 0.9% |
| h | 203 | 0.9% |
| Other values (10) | 218 | 0.9% |
Common
| Value | Count | Frequency (%) |
| 3705 | ||
| 1 | 1076 | 9.8% |
| 0 | 804 | 7.3% |
| 8 | 780 | 7.1% |
| 9 | 764 | 7.0% |
| 6 | 742 | 6.8% |
| 7 | 684 | 6.2% |
| 2 | 676 | 6.2% |
| 3 | 666 | 6.1% |
| 5 | 593 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34273 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 3807 | |
| 3705 | ||
| s | 3697 | |
| r | 3697 | |
| e | 3542 | |
| c | 3503 | |
| t | 3463 | |
| 1 | 1076 | 3.1% |
| 0 | 804 | 2.3% |
| 8 | 780 | 2.3% |
| Other values (21) | 6199 |
price
Real number (ℝ)
| Distinct | 473 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5336639 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.95 |
| median | 1.52 |
| Q3 | 2.75 |
| 95-th percentile | 8.5 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 2.9806235 |
|---|---|
| Coefficient of variation (CV) | 1.1764084 |
| Kurtosis | 14.933373 |
| Mean | 2.5336639 |
| Median Absolute Deviation (MAD) | 0.72 |
| Skewness | 3.2791705 |
| Sum | 9273.21 |
| Variance | 8.8841164 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 80 | 2.2% |
| 1.2 | 64 | 1.7% |
| 1.5 | 64 | 1.7% |
| 0.9 | 63 | 1.7% |
| 1.1 | 62 | 1.7% |
| 1.4 | 60 | 1.6% |
| 1.3 | 57 | 1.6% |
| 2 | 52 | 1.4% |
| 0.95 | 52 | 1.4% |
| 1.6 | 48 | 1.3% |
| Other values (463) | 3058 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 8 | |
| 0.21 | 6 | |
| 0.22 | 8 | |
| 0.23 | 1 | < 0.1% |
| 0.24 | 6 | |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
price_per_sqft
Real number (ℝ)
| Distinct | 2651 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13892.668 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4715.95 |
| Q1 | 6817.25 |
| median | 9020 |
| Q3 | 13880.5 |
| 95-th percentile | 33333 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 7063.25 |
Descriptive statistics
| Standard deviation | 23210.067 |
|---|---|
| Coefficient of variation (CV) | 1.6706702 |
| Kurtosis | 186.92801 |
| Mean | 13892.668 |
| Median Absolute Deviation (MAD) | 2794 |
| Skewness | 11.43719 |
| Sum | 50847166 |
| Variance | 5.3870722 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 27 | 0.7% |
| 8000 | 19 | 0.5% |
| 5000 | 17 | 0.5% |
| 12500 | 14 | 0.4% |
| 6666 | 13 | 0.4% |
| 22222 | 13 | 0.4% |
| 11111 | 13 | 0.4% |
| 8333 | 12 | 0.3% |
| 7500 | 12 | 0.3% |
| 6000 | 11 | 0.3% |
| Other values (2641) | 3509 | |
| (Missing) | 17 | 0.5% |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 1312 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2888.3311 |
| Minimum | 50 |
|---|---|
| Maximum | 875000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 518.85 |
| Q1 | 1232.25 |
| median | 1733 |
| Q3 | 2300 |
| 95-th percentile | 4246.2 |
| Maximum | 875000 |
| Range | 874950 |
| Interquartile range (IQR) | 1067.75 |
Descriptive statistics
| Standard deviation | 23167.506 |
|---|---|
| Coefficient of variation (CV) | 8.0210699 |
| Kurtosis | 942.02903 |
| Mean | 2888.3311 |
| Median Absolute Deviation (MAD) | 533 |
| Skewness | 29.730956 |
| Sum | 10571292 |
| Variance | 5.3673333 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 54 | 1.5% |
| 1350 | 48 | 1.3% |
| 1800 | 47 | 1.3% |
| 1950 | 43 | 1.2% |
| 3240 | 43 | 1.2% |
| 2700 | 39 | 1.1% |
| 900 | 38 | 1.0% |
| 2000 | 33 | 0.9% |
| 2250 | 25 | 0.7% |
| 2400 | 23 | 0.6% |
| Other values (1302) | 3267 |
| Value | Count | Frequency (%) |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 875000 | 1 | |
| 642857 | 1 | |
| 620000 | 1 | |
| 566667 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517 | 2 | |
| 65261 | 1 | |
| 58228 | 1 |
areaWithType
Categorical
| Distinct | 2355 |
|---|---|
| Distinct (%) | 64.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 428.2 KiB |
| Plot area 360(301.01 sq.m.) | 37 |
|---|---|
| Plot area 300(250.84 sq.m.) | 26 |
| Plot area 502(419.74 sq.m.) | 19 |
| Plot area 200(167.23 sq.m.) | 19 |
| Plot area 270(225.75 sq.m.) | 17 |
| Other values (2350) |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 54.236062 |
| Min length | 12 |
Characters and Unicode
| Total characters | 199426 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1849 ? |
|---|---|
| Unique (%) | 50.3% |
Sample
| 1st row | Carpet area: 543.53 (50.5 sq.m.) |
|---|---|
| 2nd row | Super Built up area 569(52.86 sq.m.) |
| 3rd row | Super Built up area 3150(292.64 sq.m.)Carpet area: 1950 sq.ft. (181.16 sq.m.) |
| 4th row | Super Built up area 2003(186.08 sq.m.)Built Up area: 1771.32 sq.ft. (164.56 sq.m.)Carpet area: 1302.01 sq.ft. (120.96 sq.m.) |
| 5th row | Plot area 359(33.35 sq.m.) |
Common Values
| Value | Count | Frequency (%) |
| Plot area 360(301.01 sq.m.) | 37 | 1.0% |
| Plot area 300(250.84 sq.m.) | 26 | 0.7% |
| Plot area 502(419.74 sq.m.) | 19 | 0.5% |
| Plot area 200(167.23 sq.m.) | 19 | 0.5% |
| Plot area 270(225.75 sq.m.) | 17 | 0.5% |
| Super Built up area 1578(146.6 sq.m.) | 17 | 0.5% |
| Super Built up area 1950(181.16 sq.m.)Carpet area: 1161 sq.ft. (107.86 sq.m.) | 17 | 0.5% |
| Super Built up area 1350(125.42 sq.m.) | 15 | 0.4% |
| Plot area 500(418.06 sq.m.) | 14 | 0.4% |
| Plot area 150(125.42 sq.m.) | 14 | 0.4% |
| Other values (2345) | 3482 |
Length
| Value | Count | Frequency (%) |
| area | 5573 | |
| sq.m | 3655 | |
| up | 3020 | 10.0% |
| built | 2316 | 7.7% |
| super | 1875 | 6.2% |
| sq.ft | 1751 | 5.8% |
| sq.m.)carpet | 1185 | 3.9% |
| sq.m.)built | 702 | 2.3% |
| carpet | 683 | 2.3% |
| plot | 681 | 2.3% |
| Other values (2846) | 8700 |
Most occurring characters
| Value | Count | Frequency (%) |
| 26464 | 13.3% | |
| . | 20389 | 10.2% |
| a | 13154 | 6.6% |
| r | 9456 | 4.7% |
| e | 9320 | 4.7% |
| 1 | 9205 | 4.6% |
| s | 7567 | 3.8% |
| q | 7431 | 3.7% |
| t | 7324 | 3.7% |
| u | 6770 | 3.4% |
| Other values (25) | 82346 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 82758 | |
| Decimal Number | 47135 | |
| Space Separator | 26464 | 13.3% |
| Other Punctuation | 23406 | 11.7% |
| Uppercase Letter | 8593 | 4.3% |
| Close Punctuation | 5535 | 2.8% |
| Open Punctuation | 5535 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13154 | |
| r | 9456 | |
| e | 9320 | |
| s | 7567 | |
| q | 7431 | |
| t | 7324 | |
| u | 6770 | |
| p | 6767 | |
| m | 5544 | |
| l | 3701 | 4.5% |
| Other values (5) | 5724 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9205 | |
| 0 | 6628 | |
| 2 | 5688 | |
| 5 | 4714 | |
| 3 | 3960 | |
| 4 | 3711 | |
| 6 | 3674 | 7.8% |
| 7 | 3254 | 6.9% |
| 8 | 3157 | 6.7% |
| 9 | 3144 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 3020 | |
| S | 1875 | |
| C | 1872 | |
| U | 1145 | 13.3% |
| P | 681 | 7.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20389 | |
| : | 3017 | 12.9% |
Space Separator
| Value | Count | Frequency (%) |
| 26464 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5535 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5535 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 108075 | |
| Latin | 91351 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13154 | |
| r | 9456 | |
| e | 9320 | |
| s | 7567 | |
| q | 7431 | |
| t | 7324 | |
| u | 6770 | |
| p | 6767 | |
| m | 5544 | 6.1% |
| l | 3701 | 4.1% |
| Other values (10) | 14317 |
Common
| Value | Count | Frequency (%) |
| 26464 | ||
| . | 20389 | |
| 1 | 9205 | 8.5% |
| 0 | 6628 | 6.1% |
| 2 | 5688 | 5.3% |
| ) | 5535 | 5.1% |
| ( | 5535 | 5.1% |
| 5 | 4714 | 4.4% |
| 3 | 3960 | 3.7% |
| 4 | 3711 | 3.4% |
| Other values (5) | 16246 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 199426 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 26464 | 13.3% | |
| . | 20389 | 10.2% |
| a | 13154 | 6.6% |
| r | 9456 | 4.7% |
| e | 9320 | 4.7% |
| 1 | 9205 | 4.6% |
| s | 7567 | 3.8% |
| q | 7431 | 3.7% |
| t | 7324 | 3.7% |
| u | 6770 | 3.4% |
| Other values (25) | 82346 |
bedRoom
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3600761 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8976289 |
|---|---|
| Coefficient of variation (CV) | 0.56475771 |
| Kurtosis | 18.212873 |
| Mean | 3.3600761 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.4851418 |
| Sum | 12355 |
| Variance | 3.6009954 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1496 | |
| 2 | 942 | |
| 4 | 660 | |
| 5 | 210 | 5.7% |
| 1 | 124 | 3.4% |
| 6 | 74 | 2.0% |
| 9 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 7 | 28 | 0.8% |
| 12 | 28 | 0.8% |
| Other values (9) | 44 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 124 | 3.4% |
| 2 | 942 | |
| 3 | 1496 | |
| 4 | 660 | |
| 5 | 210 | 5.7% |
| 6 | 74 | 2.0% |
| 7 | 28 | 0.8% |
| 8 | 30 | 0.8% |
| 9 | 41 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 12 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 28 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
bathroom
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4245309 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9480681 |
|---|---|
| Coefficient of variation (CV) | 0.56885693 |
| Kurtosis | 17.542297 |
| Mean | 3.4245309 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.2488298 |
| Sum | 12592 |
| Variance | 3.7949693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1077 | |
| 2 | 1047 | |
| 4 | 820 | |
| 5 | 294 | 8.0% |
| 1 | 156 | 4.2% |
| 6 | 117 | 3.2% |
| 9 | 41 | 1.1% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 12 | 22 | 0.6% |
| Other values (9) | 38 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 156 | 4.2% |
| 2 | 1047 | |
| 3 | 1077 | |
| 4 | 820 | |
| 5 | 294 | 8.0% |
| 6 | 117 | 3.2% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 9 | 41 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 8 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 22 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
balcony
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 238.2 KiB |
| 3+ | |
|---|---|
| 3 | |
| 2 | |
| 1 | |
| No | 96 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3448463 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4945 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3+ |
| 4th row | 3 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1172 | |
| 3 | 1074 | |
| 2 | 884 | |
| 1 | 365 | 9.9% |
| No | 96 | 2.6% |
| 0 | 86 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| 2 | 884 | 24.0% |
| 1 | 365 | 9.9% |
| no | 96 | 2.6% |
| 0 | 86 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1172 | |
| 2 | 884 | 17.9% |
| 1 | 365 | 7.4% |
| N | 96 | 1.9% |
| o | 96 | 1.9% |
| 0 | 86 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3581 | |
| Math Symbol | 1172 | 23.7% |
| Uppercase Letter | 96 | 1.9% |
| Lowercase Letter | 96 | 1.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| 2 | 884 | 24.7% |
| 1 | 365 | 10.2% |
| 0 | 86 | 2.4% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1172 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 96 |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 96 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4753 | |
| Latin | 192 | 3.9% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1172 | |
| 2 | 884 | 18.6% |
| 1 | 365 | 7.7% |
| 0 | 86 | 1.8% |
Latin
| Value | Count | Frequency (%) |
| N | 96 | |
| o | 96 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4945 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1172 | |
| 2 | 884 | 17.9% |
| 1 | 365 | 7.4% |
| N | 96 | 1.9% |
| o | 96 | 1.9% |
| 0 | 86 | 1.7% |
floorNum
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 19 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7982504 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 129 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0124542 |
|---|---|
| Coefficient of variation (CV) | 0.884412 |
| Kurtosis | 4.5153928 |
| Mean | 6.7982504 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.6936988 |
| Sum | 24868 |
| Variance | 36.149606 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 498 | |
| 2 | 493 | |
| 1 | 351 | 9.5% |
| 4 | 316 | 8.6% |
| 8 | 195 | 5.3% |
| 6 | 183 | 5.0% |
| 10 | 179 | 4.9% |
| 7 | 176 | 4.8% |
| 5 | 169 | 4.6% |
| 9 | 161 | 4.4% |
| Other values (33) | 937 |
| Value | Count | Frequency (%) |
| 0 | 129 | 3.5% |
| 1 | 351 | |
| 2 | 493 | |
| 3 | 498 | |
| 4 | 316 | |
| 5 | 169 | 4.6% |
| 6 | 183 | 5.0% |
| 7 | 176 | 4.8% |
| 8 | 195 | 5.3% |
| 9 | 161 | 4.4% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 1 | < 0.1% |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1045 |
| Missing (%) | 28.4% |
| Memory size | 225.5 KiB |
| East | |
|---|---|
| North-East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.8381459 |
| Min length | 4 |
Characters and Unicode
| Total characters | 17998 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | East |
|---|---|
| 2nd row | North-West |
| 3rd row | North-East |
| 4th row | South-East |
| 5th row | East |
Common Values
| Value | Count | Frequency (%) |
| East | 623 | |
| North-East | 623 | |
| North | 387 | 10.5% |
| West | 249 | 6.8% |
| South | 231 | 6.3% |
| North-West | 193 | 5.2% |
| South-East | 173 | 4.7% |
| South-West | 153 | 4.2% |
| (Missing) | 1045 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| east | 623 | |
| north-east | 623 | |
| north | 387 | |
| west | 249 | 9.5% |
| south | 231 | 8.8% |
| north-west | 193 | 7.3% |
| south-east | 173 | 6.6% |
| south-west | 153 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13082 | |
| Uppercase Letter | 3774 | 21.0% |
| Dash Punctuation | 1142 | 6.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| a | 1419 | 10.8% |
| r | 1203 | 9.2% |
| e | 595 | 4.5% |
| u | 557 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1419 | |
| N | 1203 | |
| W | 595 | |
| S | 557 | 14.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1142 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16856 | |
| Common | 1142 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 8.4% |
| a | 1419 | 8.4% |
| N | 1203 | 7.1% |
| r | 1203 | 7.1% |
| W | 595 | 3.5% |
| e | 595 | 3.5% |
| Other values (2) | 1114 | 6.6% |
Common
| Value | Count | Frequency (%) |
| - | 1142 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17998 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| o | 1760 | |
| h | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 280.2 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.043242 |
| Min length | 9 |
Characters and Unicode
| Total characters | 47960 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | New Property |
|---|---|
| 2nd row | Relatively New |
| 3rd row | Relatively New |
| 4th row | Moderately Old |
| 5th row | Old Property |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1646 | |
| New Property | 593 | 16.1% |
| Moderately Old | 563 | 15.3% |
| Undefined | 446 | 12.1% |
| Old Property | 303 | 8.2% |
| Under Construction | 126 | 3.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2239 | |
| relatively | 1646 | |
| property | 896 | |
| old | 866 | 12.5% |
| moderately | 563 | 8.1% |
| undefined | 446 | 6.5% |
| under | 126 | 1.8% |
| construction | 126 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8571 | |
| l | 4721 | 9.8% |
| t | 3357 | 7.0% |
| 3231 | 6.7% | |
| y | 3105 | 6.5% |
| r | 2607 | 5.4% |
| d | 2447 | 5.1% |
| N | 2239 | 4.7% |
| w | 2239 | 4.7% |
| i | 2218 | 4.6% |
| Other values (15) | 13225 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 37821 | |
| Uppercase Letter | 6908 | 14.4% |
| Space Separator | 3231 | 6.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8571 | |
| l | 4721 | |
| t | 3357 | 8.9% |
| y | 3105 | 8.2% |
| r | 2607 | 6.9% |
| d | 2447 | 6.5% |
| w | 2239 | 5.9% |
| i | 2218 | 5.9% |
| a | 2209 | 5.8% |
| o | 1711 | 4.5% |
| Other values (7) | 4636 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2239 | |
| R | 1646 | |
| P | 896 | |
| O | 866 | 12.5% |
| U | 572 | 8.3% |
| M | 563 | 8.1% |
| C | 126 | 1.8% |
Space Separator
| Value | Count | Frequency (%) |
| 3231 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 44729 | |
| Common | 3231 | 6.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 8571 | |
| l | 4721 | |
| t | 3357 | 7.5% |
| y | 3105 | 6.9% |
| r | 2607 | 5.8% |
| d | 2447 | 5.5% |
| N | 2239 | 5.0% |
| w | 2239 | 5.0% |
| i | 2218 | 5.0% |
| a | 2209 | 4.9% |
| Other values (14) | 11016 |
Common
| Value | Count | Frequency (%) |
| 3231 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47960 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 8571 | |
| l | 4721 | 9.8% |
| t | 3357 | 7.0% |
| 3231 | 6.7% | |
| y | 3105 | 6.5% |
| r | 2607 | 5.4% |
| d | 2447 | 5.1% |
| N | 2239 | 4.7% |
| w | 2239 | 4.7% |
| i | 2218 | 4.6% |
| Other values (15) | 13225 |
super_built_up_area
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 593 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 1802 |
| Missing (%) | 49.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1925.2376 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 767 |
| Q1 | 1479.5 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3185 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 735.5 |
Descriptive statistics
| Standard deviation | 764.17218 |
|---|---|
| Coefficient of variation (CV) | 0.39692356 |
| Kurtosis | 10.349191 |
| Mean | 1925.2376 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.8364563 |
| Sum | 3609820.6 |
| Variance | 583959.12 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1950 | 37 | 1.0% |
| 1650 | 37 | 1.0% |
| 2000 | 25 | 0.7% |
| 1578 | 25 | 0.7% |
| 1640 | 22 | 0.6% |
| 2150 | 22 | 0.6% |
| 2408 | 19 | 0.5% |
| 1900 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| 2812 | 17 | 0.5% |
| Other values (583) | 1634 | |
| (Missing) | 1802 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 1 | |
| 4848 | 2 |
built_up_area
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 624 |
|---|---|
| Distinct (%) | 36.9% |
| Missing | 1987 |
| Missing (%) | 54.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1841.9314 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 129.681 |
| Q1 | 360 |
| median | 1256.5 |
| Q3 | 1900 |
| 95-th percentile | 3936.5 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1540 |
Descriptive statistics
| Standard deviation | 17945.374 |
|---|---|
| Coefficient of variation (CV) | 9.7426943 |
| Kurtosis | 1671.8347 |
| Mean | 1841.9314 |
| Median Absolute Deviation (MAD) | 754.5 |
| Skewness | 40.77882 |
| Sum | 3112864 |
| Variance | 3.2203646 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 360 | 45 | 1.2% |
| 300 | 34 | 0.9% |
| 1900 | 34 | 0.9% |
| 1600 | 26 | 0.7% |
| 1300 | 24 | 0.7% |
| 2000 | 24 | 0.7% |
| 1700 | 23 | 0.6% |
| 1800 | 22 | 0.6% |
| 200 | 22 | 0.6% |
| 900 | 21 | 0.6% |
| Other values (614) | 1415 | |
| (Missing) | 1987 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 40 | 4 | |
| 50 | 6 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 4 | |
| 8286 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
| 7450 | 1 | < 0.1% |
| 7331 | 2 | 0.1% |
| 7000 | 9 | |
| 6500 | 1 | < 0.1% |
carpet_area
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 733 |
|---|---|
| Distinct (%) | 39.2% |
| Missing | 1805 |
| Missing (%) | 49.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2529.1795 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 350 |
| Q1 | 843 |
| median | 1300 |
| Q3 | 1790 |
| 95-th percentile | 2950 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 947 |
Descriptive statistics
| Standard deviation | 22799.836 |
|---|---|
| Coefficient of variation (CV) | 9.0147166 |
| Kurtosis | 604.53764 |
| Mean | 2529.1795 |
| Median Absolute Deviation (MAD) | 472.5 |
| Skewness | 24.333239 |
| Sum | 4734624 |
| Variance | 5.1983254 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1600 | 35 | 1.0% |
| 1800 | 35 | 1.0% |
| 1200 | 31 | 0.8% |
| 1500 | 29 | 0.8% |
| 1650 | 28 | 0.8% |
| 1350 | 27 | 0.7% |
| 1300 | 23 | 0.6% |
| 1000 | 22 | 0.6% |
| 1450 | 22 | 0.6% |
| Other values (723) | 1578 | |
| (Missing) | 1805 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
study room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2972 | |
| 1 | 705 | 19.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2972 | |
| 1 | 705 | 19.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2972 | |
| 1 | 705 | 19.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2972 | |
| 1 | 705 | 19.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3677 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2972 | |
| 1 | 705 | 19.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3677 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2972 | |
| 1 | 705 | 19.2% |
servant room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1328 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1328 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1328 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1328 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3677 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1328 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3677 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1328 |
store room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3677 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3677 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
pooja room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3677 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3677 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
others
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3677 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3677 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 212 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3677 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2404 | |
| 2 | 1061 | |
| 1 | 212 | 5.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2404 | |
| 2 | 1061 | |
| 1 | 212 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2404 | |
| 2 | 1061 | |
| 1 | 212 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3677 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2404 | |
| 2 | 1061 | |
| 1 | 212 | 5.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3677 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2404 | |
| 2 | 1061 | |
| 1 | 212 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3677 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2404 | |
| 2 | 1061 | |
| 1 | 212 | 5.8% |
luxury_score
Real number (ℝ)
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.512918 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 462 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31 |
| median | 59 |
| Q3 | 110 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 79 |
Descriptive statistics
| Standard deviation | 53.059082 |
|---|---|
| Coefficient of variation (CV) | 0.74195102 |
| Kurtosis | -0.88020421 |
| Mean | 71.512918 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 0.4590463 |
| Sum | 262953 |
| Variance | 2815.2662 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 462 | 12.6% |
| 49 | 348 | 9.5% |
| 174 | 195 | 5.3% |
| 44 | 60 | 1.6% |
| 165 | 55 | 1.5% |
| 38 | 55 | 1.5% |
| 72 | 52 | 1.4% |
| 60 | 47 | 1.3% |
| 37 | 45 | 1.2% |
| 42 | 45 | 1.2% |
| Other values (151) | 2313 |
| Value | Count | Frequency (%) |
| 0 | 462 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 9 | 9 | 0.2% |
| 12 | 6 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 43 | 1.2% |
| Value | Count | Frequency (%) |
| 174 | 195 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 10 | 0.3% |
| 165 | 55 | 1.5% |
| 161 | 3 | 0.1% |
| 160 | 28 | 0.8% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
| price | price_per_sqft | area | bedRoom | bathroom | floorNum | super_built_up_area | built_up_area | carpet_area | luxury_score | property_type | balcony | facing | agePossession | study room | servant room | store room | pooja room | others | furnishing_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| price | 1.000 | 0.744 | 0.744 | 0.681 | 0.720 | 0.001 | 0.772 | -0.001 | 0.613 | 0.215 | 0.543 | 0.121 | 0.021 | 0.102 | 0.244 | 0.369 | 0.303 | 0.334 | 0.034 | 0.175 |
| price_per_sqft | 0.744 | 1.000 | 0.207 | 0.417 | 0.411 | -0.126 | 0.287 | -0.401 | 0.136 | 0.054 | 0.201 | 0.050 | 0.000 | 0.046 | 0.030 | 0.044 | 0.000 | 0.043 | 0.036 | 0.022 |
| area | 0.744 | 0.207 | 1.000 | 0.624 | 0.687 | 0.116 | 0.948 | 0.392 | 0.801 | 0.259 | 0.028 | 0.000 | 0.022 | 0.000 | 0.018 | 0.015 | 0.039 | 0.037 | 0.042 | 0.042 |
| bedRoom | 0.681 | 0.417 | 0.624 | 1.000 | 0.862 | -0.104 | 0.800 | -0.135 | 0.569 | 0.057 | 0.595 | 0.160 | 0.032 | 0.126 | 0.154 | 0.317 | 0.223 | 0.291 | 0.079 | 0.168 |
| bathroom | 0.720 | 0.411 | 0.687 | 0.862 | 1.000 | -0.005 | 0.819 | -0.019 | 0.599 | 0.179 | 0.472 | 0.201 | 0.044 | 0.109 | 0.176 | 0.520 | 0.244 | 0.286 | 0.070 | 0.200 |
| floorNum | 0.001 | -0.126 | 0.116 | -0.104 | -0.005 | 1.000 | 0.152 | 0.349 | 0.159 | 0.232 | 0.485 | 0.079 | 0.000 | 0.122 | 0.078 | 0.084 | 0.112 | 0.102 | 0.033 | 0.022 |
| super_built_up_area | 0.772 | 0.287 | 0.948 | 0.800 | 0.819 | 0.152 | 1.000 | 0.926 | 0.894 | 0.222 | 1.000 | 0.306 | 0.000 | 0.080 | 0.121 | 0.584 | 0.046 | 0.157 | 0.084 | 0.133 |
| built_up_area | -0.001 | -0.401 | 0.392 | -0.135 | -0.019 | 0.349 | 0.926 | 1.000 | 0.969 | 0.263 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.086 |
| carpet_area | 0.613 | 0.136 | 0.801 | 0.569 | 0.599 | 0.159 | 0.894 | 0.969 | 1.000 | 0.239 | 0.000 | 0.012 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 |
| luxury_score | 0.215 | 0.054 | 0.259 | 0.057 | 0.179 | 0.232 | 0.222 | 0.263 | 0.239 | 1.000 | 0.329 | 0.208 | 0.065 | 0.224 | 0.183 | 0.347 | 0.228 | 0.189 | 0.176 | 0.244 |
| property_type | 0.543 | 0.201 | 0.028 | 0.595 | 0.472 | 0.485 | 1.000 | 0.000 | 0.000 | 0.329 | 1.000 | 0.338 | 0.094 | 0.354 | 0.128 | 0.065 | 0.241 | 0.252 | 0.026 | 0.078 |
| balcony | 0.121 | 0.050 | 0.000 | 0.160 | 0.201 | 0.079 | 0.306 | 0.000 | 0.012 | 0.208 | 0.338 | 1.000 | 0.000 | 0.205 | 0.182 | 0.440 | 0.145 | 0.196 | 0.080 | 0.178 |
| facing | 0.021 | 0.000 | 0.022 | 0.032 | 0.044 | 0.000 | 0.000 | 1.000 | 0.000 | 0.065 | 0.094 | 0.000 | 1.000 | 0.090 | 0.000 | 0.036 | 0.036 | 0.029 | 0.000 | 0.048 |
| agePossession | 0.102 | 0.046 | 0.000 | 0.126 | 0.109 | 0.122 | 0.080 | 0.000 | 0.000 | 0.224 | 0.354 | 0.205 | 0.090 | 1.000 | 0.111 | 0.282 | 0.141 | 0.184 | 0.107 | 0.214 |
| study room | 0.244 | 0.030 | 0.018 | 0.154 | 0.176 | 0.078 | 0.121 | 0.000 | 0.003 | 0.183 | 0.128 | 0.182 | 0.000 | 0.111 | 1.000 | 0.185 | 0.226 | 0.313 | 0.031 | 0.142 |
| servant room | 0.369 | 0.044 | 0.015 | 0.317 | 0.520 | 0.084 | 0.584 | 0.000 | 0.000 | 0.347 | 0.065 | 0.440 | 0.036 | 0.282 | 0.185 | 1.000 | 0.161 | 0.252 | 0.000 | 0.273 |
| store room | 0.303 | 0.000 | 0.039 | 0.223 | 0.244 | 0.112 | 0.046 | 0.000 | 0.000 | 0.228 | 0.241 | 0.145 | 0.036 | 0.141 | 0.226 | 0.161 | 1.000 | 0.305 | 0.106 | 0.157 |
| pooja room | 0.334 | 0.043 | 0.037 | 0.291 | 0.286 | 0.102 | 0.157 | 0.000 | 0.000 | 0.189 | 0.252 | 0.196 | 0.029 | 0.184 | 0.313 | 0.252 | 0.305 | 1.000 | 0.033 | 0.217 |
| others | 0.034 | 0.036 | 0.042 | 0.079 | 0.070 | 0.033 | 0.084 | 0.000 | 0.016 | 0.176 | 0.026 | 0.080 | 0.000 | 0.107 | 0.031 | 0.000 | 0.106 | 0.033 | 1.000 | 0.062 |
| furnishing_type | 0.175 | 0.022 | 0.042 | 0.168 | 0.200 | 0.022 | 0.133 | 0.086 | 0.000 | 0.244 | 0.078 | 0.178 | 0.048 | 0.214 | 0.142 | 0.273 | 0.157 | 0.217 | 0.062 | 1.000 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | signature global orchard avenue | sector 93 | 0.40 | 7359.0 | 544.0 | Carpet area: 543.53 (50.5 sq.m.) | 2 | 2 | 2 | 11.0 | NaN | New Property | NaN | NaN | 543.57695 | 0 | 0 | 0 | 0 | 0 | 0 | 37 |
| 1 | flat | zara aavaas | sector 104 | 0.40 | 7029.0 | 569.0 | Super Built up area 569(52.86 sq.m.) | 2 | 2 | 1 | 14.0 | NaN | Relatively New | 569.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 38 |
| 2 | flat | ats triumph | sector 104 | 2.55 | 13076.0 | 1950.0 | Super Built up area 3150(292.64 sq.m.)Carpet area: 1950 sq.ft. (181.16 sq.m.) | 4 | 4 | 3+ | 21.0 | East | Relatively New | 3150.0 | NaN | 1950.00000 | 0 | 1 | 0 | 0 | 0 | 0 | 150 |
| 3 | flat | experion the heartsong | sector 108 | 1.65 | 8237.0 | 2003.0 | Super Built up area 2003(186.08 sq.m.)Built Up area: 1771.32 sq.ft. (164.56 sq.m.)Carpet area: 1302.01 sq.ft. (120.96 sq.m.) | 3 | 4 | 3 | 3.0 | North-West | Moderately Old | 2003.0 | 1771.32 | 1302.01000 | 1 | 0 | 0 | 0 | 0 | 2 | 75 |
| 4 | house | unitech deerwood chase | sector 50 | 8.45 | 235376.0 | 359.0 | Plot area 359(33.35 sq.m.) | 3 | 3 | 2 | 2.0 | North-East | Old Property | NaN | 359.00 | NaN | 1 | 1 | 0 | 0 | 0 | 2 | 102 |
| 5 | flat | smart world one dxp | sector 113 | 3.45 | 13269.0 | 2600.0 | Super Built up area 2600(241.55 sq.m.) | 4 | 4 | 3 | 11.0 | South-East | Undefined | 2600.0 | NaN | NaN | 1 | 1 | 0 | 0 | 0 | 2 | 156 |
| 6 | flat | sobha city | sector 108 | 1.90 | 13758.0 | 1381.0 | Super Built up area 1381(128.3 sq.m.) | 2 | 2 | 2 | 8.0 | East | Relatively New | 1381.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 85 |
| 7 | flat | m3m woodshire | sector 107 | 0.82 | 6002.0 | 1366.0 | Super Built up area 1366(126.91 sq.m.) | 2 | 2 | 3+ | 7.0 | North-East | Relatively New | 1366.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 111 |
| 8 | house | my home | sector 110 | 0.34 | 12592.0 | 270.0 | Plot area 270(25.08 sq.m.) | 2 | 2 | 2 | 3.0 | West | Moderately Old | NaN | 270.00 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 22 |
| 9 | house | independent | sector 31 | 3.25 | 22429.0 | 1449.0 | Plot area 161(134.62 sq.m.) | 4 | 4 | 3+ | 3.0 | NaN | Moderately Old | NaN | 161.00 | NaN | 1 | 1 | 1 | 1 | 0 | 2 | 29 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3792 | flat | sbtl caladium | sector 109 | 1.60 | 6286.0 | 2545.0 | Super Built up area 2545(236.44 sq.m.) | 3 | 3 | 3 | 9.0 | North | Relatively New | 2545.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 0 | 75 |
| 3793 | flat | raheja sampada | sector 92 | 0.70 | 4453.0 | 1572.0 | Built Up area: 1572 (146.04 sq.m.) | 3 | 3 | 0 | 7.0 | NaN | Undefined | NaN | 1572.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3794 | house | sushant lok 1 builder floors | sector 43 | 6.25 | 30728.0 | 2034.0 | Plot area 226(188.96 sq.m.) | 7 | 7 | 3+ | 3.0 | North | Moderately Old | NaN | 226.0 | NaN | 1 | 1 | 1 | 0 | 0 | 0 | 46 |
| 3796 | flat | bptp terra | sector 37d | 1.75 | 7987.0 | 2191.0 | Super Built up area 2191(203.55 sq.m.)Built Up area: 2100 sq.ft. (195.1 sq.m.)Carpet area: 1800 sq.ft. (167.23 sq.m.) | 4 | 4 | 3 | 7.0 | West | Relatively New | 2191.0 | 2100.0 | 1800.00 | 0 | 0 | 0 | 0 | 1 | 2 | 120 |
| 3797 | flat | greenopolis | sector 89 | 0.90 | 4700.0 | 1915.0 | Built Up area: 1910 (177.44 sq.m.) | 3 | 3 | 0 | 14.0 | NaN | Under Construction | NaN | 1910.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 67 |
| 3798 | flat | mapsko mount ville | sector 79 | 1.55 | 8539.0 | 1815.0 | Super Built up area 1815(168.62 sq.m.)Carpet area: 1071.33 sq.ft. (99.53 sq.m.) | 3 | 4 | 3 | 11.0 | South-West | Relatively New | 1815.0 | NaN | 1071.33 | 0 | 1 | 0 | 0 | 0 | 2 | 152 |
| 3799 | flat | emaar palm gardens | sector 83 | 1.72 | 9052.0 | 1900.0 | Super Built up area 1900(176.52 sq.m.)Built Up area: 1600 sq.ft. (148.64 sq.m.)Carpet area: 1240.04 sq.ft. (115.2 sq.m.) | 3 | 3 | 3 | 4.0 | South | Relatively New | 1900.0 | 1600.0 | 1240.04 | 0 | 1 | 0 | 0 | 0 | 2 | 165 |
| 3800 | house | independent | sector 40 | 12.00 | 38986.0 | 3078.0 | Plot area 342(285.96 sq.m.) | 16 | 16 | 3+ | 4.0 | NaN | New Property | NaN | 342.0 | NaN | 1 | 1 | 1 | 1 | 0 | 2 | 0 |
| 3801 | flat | baani city center | sector 63 | 0.88 | 10945.0 | 804.0 | Built Up area: 804 (74.69 sq.m.)Carpet area: 600 sq.ft. (55.74 sq.m.) | 1 | 1 | 2 | 4.0 | NaN | Undefined | NaN | 804.0 | 600.00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3802 | flat | orchid petals | sector 49 | 4.79 | 11628.0 | 4119.0 | Super Built up area 4115(382.3 sq.m.) | 5 | 5 | 3+ | 14.0 | South | Relatively New | 4115.0 | NaN | NaN | 1 | 1 | 0 | 1 | 0 | 0 | 49 |